In short
Audit a page for AI visibility by checking four things in order: does it answer its core question in one self-contained sentence, does it have Article/FAQPage/BreadcrumbList structured data, does it load quickly, and is it actually crawlable — each check takes a few minutes and together they cover most of what determines citability.
Check 1: Does it answer its own question in one sentence? (3 minutes)
Pick the single question the page is meant to answer. Find the sentence that answers it. Read that sentence completely out of context — does it stand alone as a complete, accurate answer? If you have to hunt through multiple paragraphs to assemble the answer, an AI system will have the same trouble and likely skip the page for a competitor that states it plainly.
Check 2: Is there structured data, and does it match the page? (4 minutes)
Run the page through Google's Rich Results Test. Confirm Article, FAQPage (if there's a visible FAQ section), and BreadcrumbList are present and error-free. Then spot-check: does the JSON-LD's title, description, and FAQ text match what's actually visible on the page? A mismatch here is a real problem, not just a missed opportunity.
Check 3: Does it load fast? (3 minutes)
Run the URL through PageSpeed Insights or a similar tool. Focus on the field data (real-user metrics) if available, otherwise the lab score. A page that loads slowly is deprioritized by both search crawlers and AI retrievers, which behave similarly in this respect — see what makes a website fast if this check fails.
Check 4: Is it actually crawlable? (3 minutes)
Check robots.txt isn't blocking the page, confirm it's in the sitemap, and — if the content depends on JavaScript to render — use "View Page Source" (not just Inspect Element) to confirm the actual words are present in the raw HTML, not only rendered client-side after the fact. Content that only appears after JavaScript execution is invisible to some crawlers entirely.
Check 5, if time allows: internal linking (2 minutes)
Confirm the page is linked from at least one other relevant page on the site, and ideally from a topic hub or pillar page — an orphan page with zero internal links is harder for any crawler, human or AI, to discover in the first place.
What a failing result usually means
If a page fails checks 1 and 2, it's a content and markup problem — fixable in an editing session. If it fails checks 3 and 4, it's a technical problem that likely affects many pages on the site at once, not just this one — worth investigating at the template level rather than page by page.
Turning this into a habit
Run this five-check audit on any page before considering it finished, and periodically re-run it on your highest-priority existing pages — a page that passed a year ago can regress silently if a template change, a new script, or a content edit breaks one of these checks without anyone noticing.
More from our insights: The Complete Guide to Generative Engine Optimization (GEO) in 2026.
Common questions
Do I need a paid tool to run this audit?
No — Google's Rich Results Test and PageSpeed Insights are both free, and the answer-clarity and crawlability checks just require reading the page and its source carefully.
How often should I re-audit a page?
Whenever it's substantially edited, and periodically (quarterly is reasonable) for your highest-priority pages, since template or script changes can silently break things that passed before.
Which check matters most if I only have time for one?
Answer clarity — a page that doesn't state its core answer in one self-contained sentence is unlikely to be cited regardless of how well it scores on the other checks.